What percentage of code is AI-generated in most teams?

Varies wildly — 10-50% in fast startups, per anecdotes. Run Buildermark; shock awaits.

How do you track AI-generated code?

Tools like Buildermark scan Git for patterns. Add pre-commit hooks for PR flags.

Hell yes — hallucinates bad configs, skips best practices. Humans catch what bots miss.

🤖 AI Dev Tools

Picture your CTO staring at a report: 40% of the codebase, AI-spun. What could go wrong? Everything.

Dev Digest Apr 11, 2026 3 min read

40% AI-generated code brings ownership blur, review gaps, and massive tech debt. 𝕏
Track 'AI debt' — lines in production nobody understands — not just volume. 𝕏
Pre-commit hooks and review thresholds are essential first steps to fight back. 𝕏

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#AI debt #AI-generated code #Buildermark #code ownership

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Originally reported by dev.to